Privacy-preserving collaborative machine learning in biomedical applications.
Wonsuk KimJunhee SeokPublished in: ICAIIC (2022)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- multi party
- data transformation
- privacy sensitive
- data mining
- sensitive information
- data privacy
- private information
- private data
- privacy requirements
- horizontally partitioned data
- scalar product
- privacy preserving association rule mining
- record linkage
- privacy concerns
- feature selection
- personal data
- privacy issues
- privacy protection
- partitioned data
- preserving privacy
- sensitive data
- horizontally partitioned
- privacy preserving classification
- knowledge discovery
- differential privacy
- data perturbation
- user privacy
- search engine
- support vector machine
- databases
- data sets
- database